{"id":"W2163872014","doi":"10.1089/dia.2016.2508","title":"Advances in Exercise, Physical Activity, and Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Physical Activity and Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Prediabetes; Medicine; Diabetes mellitus; Insulin resistance; Type 2 diabetes; Physical activity; Exercise physiology; Gerontology; Internal medicine; Physical therapy; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008485458,0.0002042103,0.0005924963,0.0002355292,0.00005996731,0.000007700833,0.000121946,0.0002234065,0.000005569839],"category_scores_gemma":[0.00002047831,0.00013692,0.00005693215,0.0003997324,0.0005538834,0.0002351274,0.00009235127,0.0003367854,0.00002397391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006076036,"about_ca_system_score_gemma":0.00003891018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001420646,"about_ca_topic_score_gemma":0.000006030833,"domain_scores_codex":[0.9987938,0.0000283542,0.0001264559,0.0003585896,0.0001429332,0.0005498184],"domain_scores_gemma":[0.999232,0.0002461795,0.00006751093,0.0003300864,0.00003834457,0.00008585706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000346362,0.0008640544,0.12408,0.00008459815,0.00003023081,0.000002353885,0.00004300888,8.3201e-8,0.1523259,0.001524542,0.000003200357,0.7210075],"study_design_scores_gemma":[0.002763048,0.001678638,0.1166212,0.0008537634,0.0002383703,0.000002274864,0.00006099616,0.0006415656,0.7623203,0.1025634,0.01177363,0.0004827374],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842144,0.004324115,0.00002000229,0.01062502,0.0000454355,0.0002854178,0.000007987787,0.0002127376,0.0002648593],"genre_scores_gemma":[0.9923354,0.006988238,0.0001173161,0.000377487,0.00005904077,0.00006205942,0.000001098438,0.00002514266,0.00003423266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7205247,"threshold_uncertainty_score":0.5583438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904157606752893,"score_gpt":0.3057789566481537,"score_spread":0.2867373805806248,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}